Model Comparison
Gemma 3 12B vs Grok-4Which is better in 2026?
Grok-4 significantly outperforms across most benchmarks. Gemma 3 12B is 96.0x cheaper per token.
Verdict: Gemma 3 12B vs Grok-4 — which is better?
Gemma 3 12B (by Google) and Grok-4 (by xAI) are two of the AI models people compare most. Here is how they stack up on benchmarks, price and capabilities, and which one to pick in 2026.
Gemma 3 12B outperforms in 0 benchmarks, while Grok-4 is better at 2 benchmarks (GPQA, LiveCodeBench). Grok-4 significantly outperforms across most benchmarks.
On price, Gemma 3 12B is roughly 96.0x cheaper per token on a blended 3:1 input/output basis, which adds up quickly at production volume.
Grok-4 also accepts a larger context window (256,000 input tokens), making it the stronger choice for long documents and large codebases.
Choose Gemma 3 12B if…
- cost matters — it's about 96.0x cheaper per token
- you need open weights you can self-host or fine-tune
Choose Grok-4 if…
- you want the strongest raw capability — it leads on 2 of 2 shared benchmarks
- you process long inputs — it offers a 256,000 token context window
- you want the most recent training data — it shipped Jul 2025
Performance Benchmarks
Comparative analysis across standard metrics
Gemma 3 12B outperforms in 0 benchmarks, while Grok-4 is better at 2 benchmarks (GPQA, LiveCodeBench).
Grok-4 significantly outperforms across most benchmarks.
Arena Performance
Human preference votes
Pricing Analysis
Price comparison per million tokens
For input processing, Gemma 3 12B ($0.05/1M tokens) is 60.0x cheaper than Grok-4 ($3.00/1M tokens).
For output processing, Gemma 3 12B ($0.10/1M tokens) is 150.0x cheaper than Grok-4 ($15.00/1M tokens).
In conclusion, Grok-4 is more expensive than Gemma 3 12B.*
* Using a 3:1 ratio of input to output tokens
Context Window
Maximum input and output token capacity
Grok-4 accepts 256,000 input tokens compared to Gemma 3 12B's 131,072 tokens. Gemma 3 12B can generate longer responses up to 131,072 tokens, while Grok-4 is limited to 8,000 tokens.
Input Capabilities
Supported data types and modalities
Both Gemma 3 12B and Grok-4 support multimodal inputs.
They are both capable of processing various types of data, offering versatility in application.
Gemma 3 12B
Grok-4
License
Usage and distribution terms
Gemma 3 12B is licensed under Gemma, while Grok-4 uses a proprietary license.
License differences may affect how you can use these models in commercial or open-source projects.
Gemma
Open weights
Proprietary
Closed source
Release Timeline
When each model was launched
Gemma 3 12B was released on 2025-03-12, while Grok-4 was released on 2025-07-09.
Grok-4 is 4 months newer than Gemma 3 12B.
Mar 12, 2025
1.3 years ago
Jul 9, 2025
11 months ago
3mo newerKnowledge Cutoff
When training data ends
Grok-4 has a documented knowledge cutoff of 2024-12-31, while Gemma 3 12B's cutoff date is not specified.
We can confirm Grok-4's training data extends to 2024-12-31, but cannot make a direct comparison without Gemma 3 12B's cutoff date.
—
Dec 2024
Provider Availability
Gemma 3 12B is available from DeepInfra. Grok-4 is available from xAI.
Gemma 3 12B
Grok-4
Outputs Comparison
Key Takeaways
Gemma 3 12B
View detailsDetailed Comparison
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FAQ
Common questions about Gemma 3 12B vs Grok-4.